diff --git a/_modules/index.html b/_modules/index.html
index 4efc963..3c0eaa8 100644
--- a/_modules/index.html
+++ b/_modules/index.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Overview: module code &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>Overview: module code &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -181,7 +181,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'../',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/_modules/parsedmarc.html b/_modules/parsedmarc.html
index 3da214c..1ecd78a 100644
--- a/_modules/parsedmarc.html
+++ b/_modules/parsedmarc.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>parsedmarc &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>parsedmarc &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -799,7 +799,7 @@
         <span class="n">msg</span> <span class="o">=</span> <span class="n">email</span><span class="o">.</span><span class="n">message_from_string</span><span class="p">(</span><span class="n">input_</span><span class="p">)</span>
 
     <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-        <span class="k">raise</span> <span class="n">ParserError</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="fm">__str__</span><span class="p">())</span>
+        <span class="k">raise</span> <span class="n">InvalidDMARCReport</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="fm">__str__</span><span class="p">())</span>
     <span class="n">subject</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="n">feedback_report</span> <span class="o">=</span> <span class="kc">None</span>
     <span class="n">sample</span> <span class="o">=</span> <span class="kc">None</span>
@@ -828,57 +828,52 @@
                     <span class="n">sample</span> <span class="o">=</span> <span class="n">payload</span>
                 <span class="k">elif</span> <span class="n">content_type</span> <span class="o">==</span> <span class="s2">&quot;message/rfc822&quot;</span><span class="p">:</span>
                     <span class="n">sample</span> <span class="o">=</span> <span class="n">payload</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="fm">__str__</span><span class="p">()</span>
-                <span class="k">elif</span> <span class="n">content_type</span> <span class="o">==</span> <span class="s2">&quot;multipart/report&quot;</span><span class="p">:</span>
-                    <span class="k">if</span> <span class="s2">&quot;Feedback-Type&quot;</span> <span class="ow">in</span> <span class="n">payload_</span><span class="p">:</span>
-                        <span class="n">feedback_report</span> <span class="o">=</span> <span class="n">payload_</span>
-                    <span class="k">elif</span> <span class="s2">&quot;message/rfc822&quot;</span> <span class="ow">in</span> <span class="n">payload_</span><span class="p">:</span>
-                        <span class="n">sample</span> <span class="o">=</span> <span class="n">payload_</span>
-                    <span class="k">elif</span> <span class="s2">&quot;text/rfc822-headers&quot;</span> <span class="ow">in</span> <span class="n">payload_</span><span class="p">:</span>
-                        <span class="n">sample</span> <span class="o">=</span> <span class="n">payload_</span>
-        <span class="k">if</span> <span class="n">feedback_report</span> <span class="ow">and</span> <span class="n">sample</span><span class="p">:</span>
-            <span class="k">try</span><span class="p">:</span>
-                <span class="n">forensic_report</span> <span class="o">=</span> <span class="n">parse_forensic_report</span><span class="p">(</span>
-                    <span class="n">feedback_report</span><span class="p">,</span>
-                    <span class="n">sample</span><span class="p">,</span>
-                    <span class="n">date</span><span class="p">,</span>
-                    <span class="n">nameservers</span><span class="o">=</span><span class="n">nameservers</span><span class="p">,</span>
-                    <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span>
-            <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-                <span class="k">raise</span> <span class="n">ParserError</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="fm">__str__</span><span class="p">())</span>
 
-            <span class="n">result</span> <span class="o">=</span> <span class="n">OrderedDict</span><span class="p">([(</span><span class="s2">&quot;report_type&quot;</span><span class="p">,</span> <span class="s2">&quot;forensic&quot;</span><span class="p">),</span>
-                                  <span class="p">(</span><span class="s2">&quot;report&quot;</span><span class="p">,</span> <span class="n">forensic_report</span><span class="p">)])</span>
-            <span class="k">return</span> <span class="n">result</span>
+    <span class="k">if</span> <span class="n">feedback_report</span> <span class="ow">and</span> <span class="n">sample</span><span class="p">:</span>
         <span class="k">try</span><span class="p">:</span>
-            <span class="n">payload</span> <span class="o">=</span> <span class="n">b64decode</span><span class="p">(</span><span class="n">payload</span><span class="p">)</span>
-            <span class="k">if</span> <span class="n">payload</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">MAGIC_ZIP</span><span class="p">)</span> <span class="ow">or</span> \
-                    <span class="n">payload</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">MAGIC_GZIP</span><span class="p">)</span> <span class="ow">or</span> \
-                    <span class="n">payload</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">MAGIC_XML</span><span class="p">):</span>
-                <span class="n">ns</span> <span class="o">=</span> <span class="n">nameservers</span>
-                <span class="n">aggregate_report</span> <span class="o">=</span> <span class="n">parse_aggregate_report_file</span><span class="p">(</span><span class="n">payload</span><span class="p">,</span>
-                                                               <span class="n">nameservers</span><span class="o">=</span><span class="n">ns</span><span class="p">,</span>
-                                                               <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span>
-                <span class="n">result</span> <span class="o">=</span> <span class="n">OrderedDict</span><span class="p">([(</span><span class="s2">&quot;report_type&quot;</span><span class="p">,</span> <span class="s2">&quot;aggregate&quot;</span><span class="p">),</span>
-                                      <span class="p">(</span><span class="s2">&quot;report&quot;</span><span class="p">,</span> <span class="n">aggregate_report</span><span class="p">)])</span>
-        <span class="k">except</span> <span class="p">(</span><span class="ne">TypeError</span><span class="p">,</span> <span class="ne">ValueError</span><span class="p">,</span> <span class="n">binascii</span><span class="o">.</span><span class="n">Error</span><span class="p">):</span>
-            <span class="k">pass</span>
+            <span class="n">forensic_report</span> <span class="o">=</span> <span class="n">parse_forensic_report</span><span class="p">(</span>
+                <span class="n">feedback_report</span><span class="p">,</span>
+                <span class="n">sample</span><span class="p">,</span>
+                <span class="n">date</span><span class="p">,</span>
+                <span class="n">nameservers</span><span class="o">=</span><span class="n">nameservers</span><span class="p">,</span>
+                <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span>
+        <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="n">ParserError</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="fm">__str__</span><span class="p">())</span>
 
-        <span class="k">except</span> <span class="n">InvalidAggregateReport</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-            <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot; &#39;</span> \
-                    <span class="s1">&#39;is not a valid &#39;</span> \
-                    <span class="s1">&#39;aggregate DMARC report: </span><span class="si">{1}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
-            <span class="k">raise</span> <span class="n">InvalidAggregateReport</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
+        <span class="n">result</span> <span class="o">=</span> <span class="n">OrderedDict</span><span class="p">([(</span><span class="s2">&quot;report_type&quot;</span><span class="p">,</span> <span class="s2">&quot;forensic&quot;</span><span class="p">),</span>
+                              <span class="p">(</span><span class="s2">&quot;report&quot;</span><span class="p">,</span> <span class="n">forensic_report</span><span class="p">)])</span>
+        <span class="k">return</span> <span class="n">result</span>
 
-        <span class="k">except</span> <span class="n">InvalidForensicReport</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-            <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot; &#39;</span> \
-                    <span class="s1">&#39;is not a valid &#39;</span> \
-                    <span class="s1">&#39;forensic DMARC report: </span><span class="si">{1}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
-            <span class="k">raise</span> <span class="n">InvalidForensicReport</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
+    <span class="k">try</span><span class="p">:</span>
+        <span class="n">payload</span> <span class="o">=</span> <span class="n">b64decode</span><span class="p">(</span><span class="n">payload</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">payload</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">MAGIC_ZIP</span><span class="p">)</span> <span class="ow">or</span> \
+                <span class="n">payload</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">MAGIC_GZIP</span><span class="p">)</span> <span class="ow">or</span> \
+                <span class="n">payload</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="n">MAGIC_XML</span><span class="p">):</span>
+            <span class="n">ns</span> <span class="o">=</span> <span class="n">nameservers</span>
+            <span class="n">aggregate_report</span> <span class="o">=</span> <span class="n">parse_aggregate_report_file</span><span class="p">(</span><span class="n">payload</span><span class="p">,</span>
+                                                           <span class="n">nameservers</span><span class="o">=</span><span class="n">ns</span><span class="p">,</span>
+                                                           <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span>
+            <span class="n">result</span> <span class="o">=</span> <span class="n">OrderedDict</span><span class="p">([(</span><span class="s2">&quot;report_type&quot;</span><span class="p">,</span> <span class="s2">&quot;aggregate&quot;</span><span class="p">),</span>
+                                  <span class="p">(</span><span class="s2">&quot;report&quot;</span><span class="p">,</span> <span class="n">aggregate_report</span><span class="p">)])</span>
+    <span class="k">except</span> <span class="p">(</span><span class="ne">TypeError</span><span class="p">,</span> <span class="ne">ValueError</span><span class="p">,</span> <span class="n">binascii</span><span class="o">.</span><span class="n">Error</span><span class="p">):</span>
+        <span class="k">pass</span>
 
-        <span class="k">except</span> <span class="ne">FileNotFoundError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
-            <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Unable to parse message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot;: </span><span class="si">{1}</span><span class="s1">&#39;</span> <span class="o">.</span><span class="n">format</span><span class="p">(</span>
-                <span class="n">subject</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
-            <span class="k">raise</span> <span class="n">InvalidDMARCReport</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
+    <span class="k">except</span> <span class="n">InvalidAggregateReport</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+        <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot; &#39;</span> \
+                <span class="s1">&#39;is not a valid &#39;</span> \
+                <span class="s1">&#39;aggregate DMARC report: </span><span class="si">{1}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
+        <span class="k">raise</span> <span class="n">InvalidAggregateReport</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
+
+    <span class="k">except</span> <span class="n">InvalidForensicReport</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+        <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot; &#39;</span> \
+                <span class="s1">&#39;is not a valid &#39;</span> \
+                <span class="s1">&#39;forensic DMARC report: </span><span class="si">{1}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">subject</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
+        <span class="k">raise</span> <span class="n">InvalidForensicReport</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
+
+    <span class="k">except</span> <span class="ne">FileNotFoundError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+        <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Unable to parse message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot;: </span><span class="si">{1}</span><span class="s1">&#39;</span> <span class="o">.</span><span class="n">format</span><span class="p">(</span>
+            <span class="n">subject</span><span class="p">,</span> <span class="n">e</span><span class="p">)</span>
+        <span class="k">raise</span> <span class="n">InvalidDMARCReport</span><span class="p">(</span><span class="n">error</span><span class="p">)</span>
 
     <span class="k">if</span> <span class="n">result</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
         <span class="n">error</span> <span class="o">=</span> <span class="s1">&#39;Message with subject &quot;</span><span class="si">{0}</span><span class="s1">&quot; is &#39;</span> \
@@ -1661,7 +1656,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'../',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/_modules/parsedmarc/elastic.html b/_modules/parsedmarc/elastic.html
index 58c9c1c..1fa5d63 100644
--- a/_modules/parsedmarc/elastic.html
+++ b/_modules/parsedmarc/elastic.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>parsedmarc.elastic &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>parsedmarc.elastic &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -335,7 +335,7 @@
     <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="n">names</span><span class="p">:</span>
         <span class="n">index</span> <span class="o">=</span> <span class="n">Index</span><span class="p">(</span><span class="n">name</span><span class="p">)</span>
         <span class="k">if</span> <span class="ow">not</span> <span class="n">index</span><span class="o">.</span><span class="n">exists</span><span class="p">():</span>
-            <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Creating Elasticsearch index: {0{&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">name</span><span class="p">))</span>
+            <span class="n">logger</span><span class="o">.</span><span class="n">debug</span><span class="p">(</span><span class="s2">&quot;Creating Elasticsearch index: </span><span class="si">{0}</span><span class="s2">&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">name</span><span class="p">))</span>
             <span class="k">if</span> <span class="n">settings</span><span class="p">:</span>
                 <span class="n">index</span><span class="o">.</span><span class="n">put_settings</span><span class="p">(</span><span class="n">settings</span><span class="p">)</span>
             <span class="n">index</span><span class="o">.</span><span class="n">create</span><span class="p">()</span></div>
@@ -467,13 +467,25 @@
     <span class="n">arrival_date</span> <span class="o">=</span> <span class="n">human_timestamp_to_datetime</span><span class="p">(</span><span class="n">arrival_date_human</span><span class="p">)</span>
 
     <span class="n">search</span> <span class="o">=</span> <span class="n">Index</span><span class="p">(</span><span class="n">index</span><span class="p">)</span><span class="o">.</span><span class="n">search</span><span class="p">()</span>
-    <span class="n">from_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.from&quot;</span><span class="p">:</span> <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">]}}</span>
-    <span class="n">subject_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.subject&quot;</span><span class="p">:</span> <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;subject&quot;</span><span class="p">]}}</span>
-    <span class="n">arrival_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.arrival_date&quot;</span><span class="p">:</span> <span class="n">arrival_date</span><span class="p">}}</span>
-    <span class="n">q</span> <span class="o">=</span> <span class="n">Q</span><span class="p">(</span><span class="n">from_query</span><span class="p">)</span> <span class="o">&amp;</span> <span class="n">Q</span><span class="p">(</span><span class="n">subject_query</span><span class="p">)</span> <span class="o">&amp;</span> <span class="n">Q</span><span class="p">(</span><span class="n">arrival_query</span><span class="p">)</span>
-    <span class="k">if</span> <span class="s2">&quot;to&quot;</span> <span class="ow">in</span> <span class="n">headers</span><span class="p">:</span>
-        <span class="n">to_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.to&quot;</span><span class="p">:</span> <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;to&quot;</span><span class="p">]}}</span>
-        <span class="n">q</span> <span class="o">&amp;</span> <span class="n">Q</span><span class="p">(</span><span class="n">to_query</span><span class="p">)</span>
+    <span class="n">arrival_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;arrival_date&quot;</span><span class="p">:</span> <span class="n">arrival_date</span><span class="p">}}</span>
+    <span class="n">q</span> <span class="o">=</span> <span class="n">Q</span><span class="p">(</span><span class="n">arrival_query</span><span class="p">)</span>
+
+    <span class="n">from_</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">to_</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="n">subject</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="k">if</span> <span class="s2">&quot;From&quot;</span> <span class="ow">in</span> <span class="n">headers</span><span class="p">:</span>
+        <span class="n">from_</span> <span class="o">=</span> <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;From&quot;</span><span class="p">]</span>
+        <span class="n">from_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.from&quot;</span><span class="p">:</span> <span class="n">from_</span><span class="p">}}</span>
+        <span class="n">q</span> <span class="o">=</span> <span class="n">q</span> <span class="o">&amp;</span> <span class="n">from_query</span>
+    <span class="k">if</span> <span class="s2">&quot;To&quot;</span> <span class="ow">in</span> <span class="n">headers</span><span class="p">:</span>
+        <span class="n">to_</span> <span class="o">=</span> <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;To&quot;</span><span class="p">]</span>
+        <span class="n">to_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.to&quot;</span><span class="p">:</span> <span class="n">to_</span><span class="p">}}</span>
+        <span class="n">q</span> <span class="o">=</span> <span class="n">q</span> <span class="o">&amp;</span> <span class="n">Q</span><span class="p">(</span><span class="n">to_query</span><span class="p">)</span>
+    <span class="k">if</span> <span class="s2">&quot;Subject&quot;</span> <span class="ow">in</span> <span class="n">headers</span><span class="p">:</span>
+        <span class="n">subject</span> <span class="o">=</span> <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;Subject&quot;</span><span class="p">]</span>
+        <span class="n">subject_query</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;match&quot;</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;sample.headers.subject&quot;</span><span class="p">:</span> <span class="n">subject</span><span class="p">}}</span>
+        <span class="n">q</span> <span class="o">=</span> <span class="n">q</span> <span class="o">&amp;</span> <span class="n">subject_query</span>
+
     <span class="n">search</span><span class="o">.</span><span class="n">query</span> <span class="o">=</span> <span class="n">q</span>
     <span class="n">existing</span> <span class="o">=</span> <span class="n">search</span><span class="o">.</span><span class="n">execute</span><span class="p">()</span>
 
@@ -481,9 +493,9 @@
         <span class="k">raise</span> <span class="n">AlreadySaved</span><span class="p">(</span><span class="s2">&quot;A forensic sample to </span><span class="si">{0}</span><span class="s2"> from </span><span class="si">{1}</span><span class="s2"> &quot;</span>
                            <span class="s2">&quot;with a subject of </span><span class="si">{2}</span><span class="s2"> and arrival date of </span><span class="si">{3}</span><span class="s2"> &quot;</span>
                            <span class="s2">&quot;already exists in &quot;</span>
-                           <span class="s2">&quot;Elasticsearch&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">headers</span><span class="p">[</span><span class="s2">&quot;to&quot;</span><span class="p">],</span>
-                                                  <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">],</span>
-                                                  <span class="n">headers</span><span class="p">[</span><span class="s2">&quot;subject&quot;</span><span class="p">],</span>
+                           <span class="s2">&quot;Elasticsearch&quot;</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">to_</span><span class="p">,</span>
+                                                  <span class="n">from_</span><span class="p">,</span>
+                                                  <span class="n">subject</span><span class="p">,</span>
                                                   <span class="n">arrival_date_human</span>
                                                   <span class="p">))</span>
 
@@ -573,7 +585,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'../../',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/_modules/parsedmarc/splunk.html b/_modules/parsedmarc/splunk.html
index 21b55f3..a123d56 100644
--- a/_modules/parsedmarc/splunk.html
+++ b/_modules/parsedmarc/splunk.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>parsedmarc.splunk &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>parsedmarc.splunk &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -328,7 +328,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'../../',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/_modules/parsedmarc/utils.html b/_modules/parsedmarc/utils.html
index aaac1b8..0c85184 100644
--- a/_modules/parsedmarc/utils.html
+++ b/_modules/parsedmarc/utils.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>parsedmarc.utils &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>parsedmarc.utils &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -550,7 +550,15 @@
             <span class="k">if</span> <span class="s2">&quot;date_utc&quot;</span> <span class="ow">in</span> <span class="n">received</span><span class="p">:</span>
                 <span class="n">received</span><span class="p">[</span><span class="s2">&quot;date_utc&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">received</span><span class="p">[</span><span class="s2">&quot;date_utc&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;T&quot;</span><span class="p">,</span>
                                                                     <span class="s2">&quot; &quot;</span><span class="p">)</span>
-    <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">parse_email_address</span><span class="p">(</span><span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+
+    <span class="k">if</span> <span class="s2">&quot;from&quot;</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">parsed_email</span><span class="p">:</span>
+        <span class="k">if</span> <span class="s2">&quot;From&quot;</span> <span class="ow">in</span> <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;headers&quot;</span><span class="p">]:</span>
+            <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;Headers&quot;</span><span class="p">][</span><span class="s2">&quot;From&quot;</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span>
+
+        <span class="k">if</span> <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">]</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">parse_email_address</span><span class="p">(</span><span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;from&quot;</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
 
     <span class="k">if</span> <span class="s2">&quot;date&quot;</span> <span class="ow">in</span> <span class="n">parsed_email</span><span class="p">:</span>
         <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;date&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">parsed_email</span><span class="p">[</span><span class="s2">&quot;date&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot;T&quot;</span><span class="p">,</span> <span class="s2">&quot; &quot;</span><span class="p">)</span>
@@ -635,7 +643,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'../../',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/_static/documentation_options.js b/_static/documentation_options.js
index 7060e4a..b31b820 100644
--- a/_static/documentation_options.js
+++ b/_static/documentation_options.js
@@ -1,6 +1,6 @@
 var DOCUMENTATION_OPTIONS = {
     URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
-    VERSION: '4.3.0',
+    VERSION: '4.3.1',
     LANGUAGE: 'None',
     COLLAPSE_INDEX: false,
     FILE_SUFFIX: '.html',
diff --git a/genindex.html b/genindex.html
index a44614c..4fc71a2 100644
--- a/genindex.html
+++ b/genindex.html
@@ -9,7 +9,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Index &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>Index &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -57,7 +57,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -372,7 +372,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'./',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/index.html b/index.html
index 3cbd91a..e2c53d1 100644
--- a/index.html
+++ b/index.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>parsedmarc documentation - Open source DMARC report analyzer and visualizer &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>parsedmarc documentation - Open source DMARC report analyzer and visualizer &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -1901,7 +1901,7 @@ country associated with the given IPv4 or IPv6 address</p>
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'./',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/objects.inv b/objects.inv
index 71af60e..fe150e6 100644
--- a/objects.inv
+++ b/objects.inv
@@ -1,6 +1,6 @@
 # Sphinx inventory version 2
 # Project: parsedmarc
-# Version: 4.3.0
+# Version: 4.3.1
 # The remainder of this file is compressed using zlib.
 xڭV�nZ1����-��f�R�f����.V������aq}�|�9gf��c[p�Lj=�+ãD��q?�%�չ�w2��w���r��pθ�=C����y	�;��ϻ�a
_���?�󗇑�_ơ���Ÿ��5�Z�i�%� �����!��
 vț]�X��}�o�f��>y�p�Z��4�xL��q��~׾���T d��lA��^���.�VF}��n�Qi_�f�D"X���ZHDÞft/����ae��6"��-V���iD�nˮ���g�?��s�3�k�Ƚ��:���u�VF��ָ*f�{�� �⌥#�x:������YP���ས��U�k�bҷiZ �E.�Q�V�3�w��8�4�*�
��ʐ{��y�&ŢG��	Ҡ�zؤ�����8O��Sf��p��3��a4ˡ}#zh�B@�\�<�y�������J�j�6ʶ�Z�#��
�B�E��� ��+�C]f��^�%�ޑ�l�#�y89�qòљ��3I�Q�f�ߔ<Y�ě���&����
]p�>��r���.s%"{���emP5��U�
Q��?C���|��
\ No newline at end of file
diff --git a/py-modindex.html b/py-modindex.html
index 51480d3..d170c26 100644
--- a/py-modindex.html
+++ b/py-modindex.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Python Module Index &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>Python Module Index &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -59,7 +59,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -212,7 +212,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'./',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/search.html b/search.html
index 877bfda..d856df3 100644
--- a/search.html
+++ b/search.html
@@ -8,7 +8,7 @@
   
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   
-  <title>Search &mdash; parsedmarc 4.3.0 documentation</title>
+  <title>Search &mdash; parsedmarc 4.3.1 documentation</title>
   
 
   
@@ -56,7 +56,7 @@
             
             
               <div class="version">
-                4.3.0
+                4.3.1
               </div>
             
           
@@ -190,7 +190,7 @@
       <script type="text/javascript">
           var DOCUMENTATION_OPTIONS = {
               URL_ROOT:'./',
-              VERSION:'4.3.0',
+              VERSION:'4.3.1',
               LANGUAGE:'None',
               COLLAPSE_INDEX:false,
               FILE_SUFFIX:'.html',
diff --git a/searchindex.js b/searchindex.js
index 9c567ca..946db54 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["index"],envversion:55,filenames:["index.rst"],objects:{"":{parsedmarc:[0,0,0,"-"]},"parsedmarc.elastic":{AlreadySaved:[0,1,1,""],create_indexes:[0,2,1,""],save_aggregate_report_to_elasticsearch:[0,2,1,""],save_forensic_report_to_elasticsearch:[0,2,1,""],set_hosts:[0,2,1,""]},"parsedmarc.splunk":{HECClient:[0,3,1,""],SplunkError:[0,1,1,""]},"parsedmarc.splunk.HECClient":{save_aggregate_reports_to_splunk:[0,4,1,""],save_forensic_reports_to_splunk:[0,4,1,""]},"parsedmarc.utils":{EmailParserError:[0,1,1,""],convert_outlook_msg:[0,2,1,""],get_base_domain:[0,2,1,""],get_filename_safe_string:[0,2,1,""],get_ip_address_country:[0,2,1,""],get_ip_address_info:[0,2,1,""],get_reverse_dns:[0,2,1,""],human_timestamp_to_datetime:[0,2,1,""],human_timestamp_to_timestamp:[0,2,1,""],is_outlook_msg:[0,2,1,""],parse_email:[0,2,1,""],query_dns:[0,2,1,""],timestamp_to_datetime:[0,2,1,""],timestamp_to_human:[0,2,1,""]},parsedmarc:{IMAPError:[0,1,1,""],InvalidAggregateReport:[0,1,1,""],InvalidDMARCReport:[0,1,1,""],InvalidForensicReport:[0,1,1,""],ParserError:[0,1,1,""],SMTPError:[0,1,1,""],elastic:[0,0,0,"-"],email_results:[0,2,1,""],extract_xml:[0,2,1,""],get_dmarc_reports_from_inbox:[0,2,1,""],get_imap_capabilities:[0,2,1,""],get_report_zip:[0,2,1,""],parse_aggregate_report_file:[0,2,1,""],parse_aggregate_report_xml:[0,2,1,""],parse_forensic_report:[0,2,1,""],parse_report_email:[0,2,1,""],parse_report_file:[0,2,1,""],parsed_aggregate_reports_to_csv:[0,2,1,""],parsed_forensic_reports_to_csv:[0,2,1,""],save_output:[0,2,1,""],splunk:[0,0,0,"-"],utils:[0,0,0,"-"],watch_inbox:[0,2,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","exception","Python exception"],"2":["py","function","Python function"],"3":["py","class","Python class"],"4":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:exception","2":"py:function","3":"py:class","4":"py:method"},terms:{"50m":0,"\u00fcbersicht":0,"break":0,"byte":0,"case":0,"class":0,"default":0,"float":0,"function":0,"import":0,"int":0,"long":0,"new":0,"null":0,"public":0,"return":0,"switch":0,"true":0,"while":0,And:0,For:0,OLE:0,One:0,TLS:0,That:0,The:0,Then:0,These:0,Use:0,Uses:0,With:0,_input:0,abl:0,about:0,abov:0,access:0,access_token:0,account:0,acm:0,across:0,action:0,actual:0,add:0,add_head:0,address:0,addresse:0,adkim:0,administr:0,adsl:0,aes128:0,aes256:0,after:0,against:0,agari:0,age:0,aggregate_report:0,all:0,along:0,alreadysav:0,also:0,alter:0,altern:0,although:0,alwai:0,ani:0,anonym:0,anoth:0,answer:0,apach:0,apache2:0,appear:0,append:0,appendix:0,approach:0,apt:0,archiv:0,archive_fold:0,argument:0,arriv:0,arrival_d:0,arrival_date_utc:0,artifact:0,ask:0,aspf:0,associ:0,attach:0,attachment_filenam:0,auth:0,auth_bas:0,auth_basic_user_fil:0,auth_failur:0,auth_result:0,authent:0,authentication_mechan:0,authentication_result:0,author:0,autodetect:0,avail:0,avoid:0,b2c:0,backward:0,base:0,base_domain:0,basic:0,bcc:0,bd6e1bb5:0,becaus:0,been:0,begin_d:0,bellsouth:0,below:[],best:0,between:0,bin:0,binari:0,bodi:0,bool:0,brand:0,busi:0,cach:0,call:0,callback:0,can:0,capabl:0,caus:0,center:0,cert:0,certif:0,cest:0,chacha20:0,chang:0,charset:0,chart:0,check:0,checkdmarc:0,chines:0,chmod:0,chown:0,click:0,client:0,cloudflar:0,code:0,collect:0,collector:0,com:0,come:0,comma:0,command:0,commerci:0,common:0,compat:0,complet:0,compli:0,compress:0,configur:0,connect:0,consid:0,consist:0,consolid:0,consum:0,contact:0,contain:0,content:0,context:0,control:0,convert:0,convert_outlook_msg:0,copi:0,correctli:0,could:0,count:0,countri:0,crash:0,creat:0,create_index:0,crt:0,csr:0,current:0,custom:0,daemon:0,dai:0,daili:0,dat:0,data:0,databas:0,date:0,date_rang:[],date_utc:0,datetim:0,deb:0,debian:0,debug:0,defens:0,delai:0,delet:0,delivery_result:0,demystifi:0,descript:0,detail:0,develop:0,dict:0,dictionari:0,differ:0,directli:0,directori:0,dis:0,disabl:0,displai:0,display_nam:0,disposit:0,dkim_align:0,dkim_domain:0,dkim_result:0,dkim_selector:0,dkm:0,dmarc_aggreg:0,dmarc_forens:0,dmarcian:0,dns_timeout:0,doctyp:0,doe:0,domain:[],domainawar:0,don:0,done:0,down:0,download:0,draft:0,dtd:0,each:0,earlier:0,easier:0,ecdh:0,ecdsa:0,echo:0,edit:0,editor:0,elasticsearch_host:0,elasticsearch_index_prefix:0,elasticsearch_index_suffix:0,els:0,email:0,email_result:0,emailparsererror:0,enabl:0,encod:0,encount:0,end:0,end_dat:0,ensur:0,entir:0,envelop:0,envelope_from:0,envelope_to:0,error:0,especi:0,etc:0,even:0,event:0,everi:0,exampl:0,exampleus:0,except:0,exchang:0,execstart:0,exist:0,exit:0,extract:0,extract_xml:0,fail:0,failur:0,fals:0,feedback:0,feedback_report:0,feedback_typ:0,fetch:0,few:0,field:0,file:0,file_path:0,filenam:0,filename_safe_subject:0,fill:0,filter:0,financ:0,find:0,first:0,flag:0,flat:0,flexibl:0,folder:0,follow:0,foobar:0,forensic_report:0,forensic_top:0,format:0,forward:0,found:0,foundat:0,fqdn:0,frame:0,fraud:0,friendli:0,from:0,front:0,full:0,further:0,gcm:0,gdpr:0,gener:0,geolite2:0,get:0,get_base_domain:0,get_dmarc_reports_from_inbox:0,get_filename_safe_str:0,get_imap_cap:0,get_ip_address_countri:0,get_ip_address_info:0,get_report_zip:0,get_reverse_dn:0,git:0,github:0,give:0,given:0,glass:0,global:0,gmail:0,googl:0,gpg:0,graph:0,group:0,grow:0,gzip:0,handl:0,has:0,has_defect:0,have:0,head:0,header:0,header_from:0,headless:0,healthcar:0,hec:0,hec_index:0,hec_token:0,hecclient:0,here:0,high:0,highli:0,hop:0,host:0,hostnam:0,hour:0,hover:0,href:0,html:0,htpasswd:0,http2:0,http:0,httpasswd:0,human:0,human_timestamp:0,human_timestamp_to_datetim:0,human_timestamp_to_timestamp:0,icon:0,identifi:0,idl:0,imap:0,imap_port:0,imapcli:0,imaperror:0,impli:0,improv:0,inbox:0,includ:0,includesubdomain:0,incom:0,index:0,industri:0,inform:0,inlin:0,input:0,input_:0,insid:0,instanc:0,instead:0,interakt:0,invalid:0,invalidaggregatereport:0,invaliddmarcreport:0,invalidforensicreport:0,ip_address:0,ipv4:0,ipv6:0,is_outlook_msg:0,iso:0,issu:0,its:0,join:0,journalctl:0,jre:0,just:0,kafka:0,kafka_aggregate_top:0,kafka_forensic_top:0,kafka_host:0,kei:0,keyout:0,kibana_saved_object:0,kind:0,know:0,known:0,larg:0,later:0,latest:0,layout:0,leak:0,least:0,leav:0,left:0,legitim:0,level:0,libemail:0,like:0,line:0,link:0,linux:0,list:0,listen:0,local:0,localhost:0,locat:0,log:0,login:0,look:0,lot:0,lua:0,maco:0,magnifi:0,mai:0,mail:0,mail_from:0,mail_to:0,mailbox:0,mailer:0,mailrelai:0,mailto:0,main:0,maintain:0,make:0,malici:0,manag:0,manual:0,market:0,match:0,max:0,maxmind:0,mechan:0,mention:0,menu:0,messag:0,message_id:0,meta:0,mfrom:0,microsoft:0,might:0,mime:0,minut:0,mkdir:0,modern:0,modul:0,mon:0,monitor:0,more:0,most:0,mous:0,move:0,move_support:0,msg:0,msg_byte:0,msg_date:0,msgconvert:0,multi:0,must:0,name:0,nameserv:0,nano:0,ncontent:0,ndate:0,need:0,net:0,network:0,newest:0,newkei:0,newli:[],next:0,nfrom:0,nginx:0,nmessag:0,nmime:0,node:0,non:0,none:0,norepli:0,normal:0,nosniff:0,notabl:0,now:0,nreceiv:0,nsubject:0,nto:0,number:0,nwettbewerb:0,object:0,observ:0,occur:0,occurr:0,oct:0,off:0,office365:0,often:0,oing_from:[],old:0,older:0,oldest:0,onc:[],ondmarc:0,one:0,onli:0,onlin:0,openjdk:0,openssl:0,opt:0,ordereddict:0,org:0,org_email:0,org_extra_contact_info:0,org_nam:0,organ:0,origin:0,original_envelope_id:0,original_mail_from:0,original_rcpt_to:0,other:0,our:0,out:0,outdat:0,outg:[],outgo:0,outgoing_attach:0,outgoing_from:0,outgoing_host:0,outgoing_messag:0,outgoing_password:0,outgoing_port:0,outgoing_ssl:0,outgoing_subject:0,outgoing_to:0,outgoing_us:0,outlook:0,output_directori:0,over:0,overrid:0,overwrit:0,own:0,pack:0,packag:0,page:0,pan:0,param:0,paramet:0,parent:0,pars:0,parse_aggregate_report_fil:0,parse_aggregate_report_xml:0,parse_email:0,parse_forensic_report:0,parse_report_email:0,parse_report_fil:0,parsed_aggregate_reports_to_csv:0,parsed_forensic_reports_to_csv:0,parsed_sampl:0,parser:0,parsererror:0,part:0,particular:0,particularli:0,pass:0,passag:0,password:0,past:0,patch:0,path:0,pattern:0,pct:0,percentag:0,perl:0,permiss:0,peter:0,pie:0,pip3:0,pip:0,place:0,plain:0,pleas:0,plu:0,polici:0,policy_evalu:0,policy_override_com:0,policy_override_reason:0,policy_publish:0,poly1305:0,port:0,posit:0,possibl:0,prefix:0,preload:0,premad:0,prevent:0,previou:0,previous:0,print:0,printabl:0,privaci:0,process:0,produc:0,program:0,project:0,prompt:0,proofpoint:0,protect:0,provid:0,proxi:0,proxy_add_x_forwarded_for:0,proxy_pass:0,proxy_set_head:0,public_suffix_list:0,publicli:[],publicsuffix:0,publish:0,python3:0,python:0,queri:0,query_dn:0,quot:0,rais:0,readabl:0,real:0,realli:0,reason:0,receiv:0,recipi:0,recogn:0,record_typ:0,regardless:0,regul:0,regulatori:0,relai:0,relat:0,releas:0,reli:0,reload:0,remain:0,remote_addr:0,remov:0,reply_to:0,report_id:0,report_metadata:0,report_typ:0,reported_domain:0,reports_fold:0,repositori:0,req:0,request:0,request_uri:0,requir:0,resolv:0,respons:0,restart:0,restartsec:0,restor:0,result:0,reus:0,revers:0,reverse_dn:0,review:0,rfc822:0,rfc:0,right:0,root:0,rsa:0,rua:0,ruf:0,rule:0,safe:0,same:0,sameorigin:0,sample_headers_onli:0,save:0,save_aggregate_report_to_elasticsearch:0,save_aggregate_reports_to_splunk:0,save_forensic_report_to_elasticsearch:0,save_forensic_reports_to_splunk:0,save_output:0,schema:0,scope:0,search:0,second:0,secur:0,see:0,segment:0,select:[],selector:0,self:0,send:0,sensit:0,sent:0,separ:0,server:0,servernameon:0,session:0,set:0,set_host:0,sha256:0,sha384:0,share:0,sharepoint:0,should:0,show:0,shown:[],shv:0,side:0,sign:0,signatur:0,silent:0,similar:0,simpl:0,simpli:0,simplifi:0,singl:0,sister:0,site:0,situat:0,skip:0,slightli:0,smg:0,smtp:0,smtperror:0,solut:0,some:0,someon:0,sometim:0,sort:0,source_base_domain:0,source_countri:0,source_ip_address:0,source_reverse_dn:0,specif:0,specifi:0,speed:0,spf_align:0,spf_domain:0,spf_result:0,spf_scope:0,splunk:[],splunkerror:0,spoof:0,ssl:0,ssl_certif:0,ssl_certificate_kei:0,ssl_cipher:0,ssl_context:0,ssl_prefer_server_ciph:0,ssl_protocol:0,ssl_session_cach:0,ssl_session_ticket:0,ssl_session_timeout:0,stabl:0,standard:0,start:0,starttl:0,statu:0,still:0,store:0,str:0,strict:0,string:0,structur:0,subdomain:0,subject:0,subsidiari:0,substitut:0,sudo:0,suffix:0,suggest:0,suit:0,suppli:0,sw50zxjha3rpdmugv2v0dgjld2vyymvylcocymvyc2ljahq:0,symlink:0,system:0,systemctl:0,tab:0,tag:0,target:0,tee:0,tell:0,temporari:0,text:0,tgs:[],thank:0,thei:0,theirs:0,them:0,thi:0,those:0,three:0,through:0,time:0,timeout:0,timestamp:0,timestamp_to_datetim:0,timestamp_to_human:0,timezon:0,tld:0,tlsv1:0,to_domain:0,to_utc:0,token:0,too:0,top:0,topic:0,tracker:0,transfer:0,transpar:0,transport:0,trust:0,tweak:0,two:0,type:0,ubuntu:0,uncom:0,under:0,underneath:0,understand:0,uninstal:0,unit:0,unix:0,updat:0,upgrad:0,upper:0,uri:0,url:0,usag:0,use:0,use_ssl:0,used:0,useful:0,user:0,user_ag:0,usernam:0,usr:0,utc:0,utf:0,util:[],valu:0,vendor:0,venv:0,veri:0,verif:0,verifi:0,version:0,vew:0,view:0,virtualenv:0,visit:[],volum:0,vulner:0,w3c:0,wai:0,wait:0,want:0,wantedbi:0,warn:0,watch:0,watch_inbox:0,watcher:0,web:0,webmail:0,well:0,were:0,wettbewerb:0,wget:0,when:0,whenev:0,where:0,wherea:0,which:0,who:0,why:0,wide:0,wiki:0,window:0,without:0,work:0,worst:0,would:0,write:0,www:0,x509:0,xennn:0,xml:0,xml_schema:0,yahoo:0,yet:0,you:0,your:0,yyyi:0,zip:0},titles:["parsedmarc documentation - Open source DMARC report analyzer and visualizer"],titleterms:{DNS:0,Using:0,aggreg:0,align:0,analyz:0,api:0,bug:0,cli:0,csv:0,dashboard:0,depend:0,dkim:0,dmarc:0,document:0,domain:0,elast:0,elasticsearch:0,featur:0,forens:0,guid:0,help:0,indic:0,instal:0,json:0,kibana:0,lookalik:0,multipl:0,open:0,option:0,output:0,parsedmarc:0,perform:0,pypy3:0,record:0,report:0,resourc:0,retent:0,run:0,sampl:0,sender:0,servic:0,sourc:0,spf:0,splunk:0,summari:0,support:0,systemd:0,tabl:0,test:0,using:0,util:0,valid:0,visual:0,what:0,won:0}})
\ No newline at end of file
+Search.setIndex({docnames:["index"],envversion:55,filenames:["index.rst"],objects:{"":{parsedmarc:[0,0,0,"-"]},"parsedmarc.elastic":{AlreadySaved:[0,1,1,""],create_indexes:[0,2,1,""],save_aggregate_report_to_elasticsearch:[0,2,1,""],save_forensic_report_to_elasticsearch:[0,2,1,""],set_hosts:[0,2,1,""]},"parsedmarc.splunk":{HECClient:[0,3,1,""],SplunkError:[0,1,1,""]},"parsedmarc.splunk.HECClient":{save_aggregate_reports_to_splunk:[0,4,1,""],save_forensic_reports_to_splunk:[0,4,1,""]},"parsedmarc.utils":{EmailParserError:[0,1,1,""],convert_outlook_msg:[0,2,1,""],get_base_domain:[0,2,1,""],get_filename_safe_string:[0,2,1,""],get_ip_address_country:[0,2,1,""],get_ip_address_info:[0,2,1,""],get_reverse_dns:[0,2,1,""],human_timestamp_to_datetime:[0,2,1,""],human_timestamp_to_timestamp:[0,2,1,""],is_outlook_msg:[0,2,1,""],parse_email:[0,2,1,""],query_dns:[0,2,1,""],timestamp_to_datetime:[0,2,1,""],timestamp_to_human:[0,2,1,""]},parsedmarc:{IMAPError:[0,1,1,""],InvalidAggregateReport:[0,1,1,""],InvalidDMARCReport:[0,1,1,""],InvalidForensicReport:[0,1,1,""],ParserError:[0,1,1,""],SMTPError:[0,1,1,""],elastic:[0,0,0,"-"],email_results:[0,2,1,""],extract_xml:[0,2,1,""],get_dmarc_reports_from_inbox:[0,2,1,""],get_imap_capabilities:[0,2,1,""],get_report_zip:[0,2,1,""],parse_aggregate_report_file:[0,2,1,""],parse_aggregate_report_xml:[0,2,1,""],parse_forensic_report:[0,2,1,""],parse_report_email:[0,2,1,""],parse_report_file:[0,2,1,""],parsed_aggregate_reports_to_csv:[0,2,1,""],parsed_forensic_reports_to_csv:[0,2,1,""],save_output:[0,2,1,""],splunk:[0,0,0,"-"],utils:[0,0,0,"-"],watch_inbox:[0,2,1,""]}},objnames:{"0":["py","module","Python module"],"1":["py","exception","Python exception"],"2":["py","function","Python function"],"3":["py","class","Python class"],"4":["py","method","Python method"]},objtypes:{"0":"py:module","1":"py:exception","2":"py:function","3":"py:class","4":"py:method"},terms:{"50m":0,"\u00fcbersicht":0,"break":0,"byte":0,"case":0,"class":0,"default":0,"float":0,"function":0,"import":0,"int":0,"long":0,"new":0,"null":0,"public":0,"return":0,"switch":0,"true":0,"while":0,And:0,For:0,OLE:0,One:0,TLS:0,That:0,The:0,Then:0,These:0,Use:0,Uses:0,With:0,_input:0,abl:0,about:0,abov:0,access:0,access_token:0,account:0,acm:0,across:0,action:0,actual:0,add:0,add_head:0,address:0,addresse:0,adkim:0,administr:0,adsl:0,aes128:0,aes256:0,after:0,against:0,agari:0,age:0,aggregate_report:0,all:0,along:0,alreadysav:0,also:0,alter:0,altern:0,although:0,alwai:0,ani:0,anonym:0,anoth:0,answer:0,apach:0,apache2:0,appear:0,append:0,appendix:0,approach:0,apt:0,archiv:0,archive_fold:0,argument:0,arriv:0,arrival_d:0,arrival_date_utc:0,artifact:0,ask:0,aspf:0,associ:0,attach:0,attachment_filenam:0,auth:0,auth_bas:0,auth_basic_user_fil:0,auth_failur:0,auth_result:0,authent:0,authentication_mechan:0,authentication_result:0,author:0,autodetect:0,avail:0,avoid:0,b2c:0,backward:0,base:0,base_domain:0,basic:0,bcc:0,bd6e1bb5:0,becaus:0,been:0,begin_d:0,bellsouth:0,below:[],best:0,between:0,bin:0,binari:0,bodi:0,bool:0,brand:0,busi:0,cach:0,call:0,callback:0,can:0,capabl:0,caus:0,center:0,cert:0,certif:0,cest:0,chacha20:0,chang:0,charset:0,chart:0,check:0,checkdmarc:0,chines:0,chmod:0,chown:0,click:0,client:0,cloudflar:0,code:0,collect:0,collector:0,com:0,come:0,comma:0,command:0,commerci:0,common:0,compat:0,complet:0,compli:0,compress:0,configur:0,connect:0,consid:0,consist:0,consolid:0,consum:0,contact:0,contain:0,content:0,context:0,control:0,convert:0,convert_outlook_msg:0,copi:0,correctli:0,could:0,count:0,countri:0,crash:0,creat:0,create_index:0,crt:0,csr:0,current:0,custom:0,daemon:0,dai:0,daili:0,dat:0,data:0,databas:0,date:0,date_rang:[],date_utc:0,datetim:0,deb:0,debian:0,debug:0,defens:0,delai:0,delet:0,delivery_result:0,demystifi:0,descript:0,detail:0,develop:0,dict:0,dictionari:0,differ:0,directli:0,directori:0,dis:0,disabl:0,displai:0,display_nam:0,disposit:0,dkim_align:0,dkim_domain:0,dkim_result:0,dkim_selector:0,dkm:0,dmarc_aggreg:0,dmarc_forens:0,dmarcian:0,dns_timeout:0,doctyp:0,doe:0,domain:[],domainawar:0,don:0,done:0,down:0,download:0,draft:0,dtd:0,each:0,earlier:0,easier:0,ecdh:0,ecdsa:0,echo:0,edit:0,editor:0,elasticsearch_host:0,elasticsearch_index_prefix:0,elasticsearch_index_suffix:0,els:0,email:0,email_result:0,emailparsererror:0,enabl:0,encod:0,encount:0,end:0,end_dat:0,ensur:0,entir:0,envelop:0,envelope_from:0,envelope_to:0,error:0,especi:0,etc:0,even:0,event:0,everi:0,exampl:0,exampleus:0,except:0,exchang:0,execstart:0,exist:0,exit:0,extract:0,extract_xml:0,fail:0,failur:0,fals:0,feedback:0,feedback_report:0,feedback_typ:0,fetch:0,few:0,field:0,file:0,file_path:0,filenam:0,filename_safe_subject:0,fill:0,filter:0,financ:0,find:0,first:0,flag:0,flat:0,flexibl:0,folder:0,follow:0,foobar:0,forensic_report:0,forensic_top:0,format:0,forward:0,found:0,foundat:0,fqdn:0,frame:0,fraud:0,friendli:0,from:0,front:0,full:0,further:0,gcm:0,gdpr:0,gener:0,geolite2:0,get:0,get_base_domain:0,get_dmarc_reports_from_inbox:0,get_filename_safe_str:0,get_imap_cap:0,get_ip_address_countri:0,get_ip_address_info:0,get_report_zip:0,get_reverse_dn:0,git:0,github:0,give:0,given:0,glass:0,global:0,gmail:0,googl:0,gpg:0,graph:0,group:0,grow:0,gzip:0,handl:0,has:0,has_defect:0,have:0,head:0,header:0,header_from:0,headless:0,healthcar:0,hec:0,hec_index:0,hec_token:0,hecclient:0,here:0,high:0,highli:0,hop:0,host:0,hostnam:0,hour:0,hover:0,href:0,html:0,htpasswd:0,http2:0,http:0,httpasswd:0,human:0,human_timestamp:0,human_timestamp_to_datetim:0,human_timestamp_to_timestamp:0,icon:0,identifi:0,idl:0,imap:0,imap_port:0,imapcli:0,imaperror:0,impli:0,improv:0,inbox:0,includ:0,includesubdomain:0,incom:0,index:0,industri:0,inform:0,inlin:0,input:0,input_:0,insid:0,instanc:0,instead:0,interakt:0,invalid:0,invalidaggregatereport:0,invaliddmarcreport:0,invalidforensicreport:0,ip_address:0,ipv4:0,ipv6:0,is_outlook_msg:0,iso:0,issu:0,its:0,join:0,journalctl:0,jre:0,just:0,kafka:0,kafka_aggregate_top:0,kafka_forensic_top:0,kafka_host:0,kei:0,keyout:0,kibana_saved_object:0,kind:0,know:0,known:0,larg:0,later:0,latest:0,layout:0,leak:0,least:0,leav:0,left:0,legitim:0,level:0,libemail:0,like:0,line:0,link:0,linux:0,list:0,listen:0,local:0,localhost:0,locat:0,log:0,login:0,look:0,lot:0,lua:0,maco:0,magnifi:0,mai:0,mail:0,mail_from:0,mail_to:0,mailbox:0,mailer:0,mailrelai:0,mailto:0,main:0,maintain:0,make:0,malici:0,manag:0,manual:0,market:0,match:0,max:0,maxmind:0,mechan:0,mention:0,menu:0,messag:0,message_id:0,meta:0,mfrom:0,microsoft:0,might:0,mime:0,minut:0,mkdir:0,modern:0,modul:0,mon:0,monitor:0,more:0,most:0,mous:0,move:0,move_support:0,msg:0,msg_byte:0,msg_date:0,msgconvert:0,multi:0,must:0,name:0,nameserv:0,nano:0,ncontent:0,ndate:0,need:0,net:0,network:0,newest:0,newkei:0,newli:[],next:0,nfrom:0,nginx:0,nmessag:0,nmime:0,node:0,non:0,none:0,norepli:0,normal:0,nosniff:0,notabl:0,now:0,nreceiv:0,nsubject:0,nto:0,number:0,nwettbewerb:0,object:0,observ:0,occur:0,occurr:0,oct:0,off:0,office365:0,often:0,old:0,older:0,oldest:0,onc:[],ondmarc:0,one:0,onli:0,onlin:0,openjdk:0,openssl:0,opt:0,ordereddict:0,org:0,org_email:0,org_extra_contact_info:0,org_nam:0,organ:0,origin:0,original_envelope_id:0,original_mail_from:0,original_rcpt_to:0,other:0,our:0,out:0,outdat:0,outgo:0,outgoing_attach:0,outgoing_from:0,outgoing_host:0,outgoing_messag:0,outgoing_password:0,outgoing_port:0,outgoing_ssl:0,outgoing_subject:0,outgoing_to:0,outgoing_us:0,outlook:0,output_directori:0,over:0,overrid:0,overwrit:0,own:0,pack:0,packag:0,page:0,pan:0,param:0,paramet:0,parent:0,pars:0,parse_aggregate_report_fil:0,parse_aggregate_report_xml:0,parse_email:0,parse_forensic_report:0,parse_report_email:0,parse_report_fil:0,parsed_aggregate_reports_to_csv:0,parsed_forensic_reports_to_csv:0,parsed_sampl:0,parser:0,parsererror:0,part:0,particular:0,particularli:0,pass:0,passag:0,password:0,past:0,patch:0,path:0,pattern:0,pct:0,percentag:0,perl:0,permiss:0,peter:0,pie:0,pip3:0,pip:0,place:0,plain:0,pleas:0,plu:0,polici:0,policy_evalu:0,policy_override_com:0,policy_override_reason:0,policy_publish:0,poly1305:0,port:0,posit:0,possibl:0,prefix:0,preload:0,premad:0,prevent:0,previou:0,previous:0,print:0,printabl:0,privaci:0,process:0,produc:0,program:0,project:0,prompt:0,proofpoint:0,protect:0,provid:0,proxi:0,proxy_add_x_forwarded_for:0,proxy_pass:0,proxy_set_head:0,public_suffix_list:0,publicli:[],publicsuffix:0,publish:0,python3:0,python:0,queri:0,query_dn:0,quot:0,rais:0,readabl:0,real:0,realli:0,reason:0,receiv:0,recipi:0,recogn:0,record_typ:0,regardless:0,regul:0,regulatori:0,relai:0,relat:0,releas:0,reli:0,reload:0,remain:0,remote_addr:0,remov:0,reply_to:0,report_id:0,report_metadata:0,report_typ:0,reported_domain:0,reports_fold:0,repositori:0,req:0,request:0,request_uri:0,requir:0,resolv:0,respons:0,restart:0,restartsec:0,restor:0,result:0,reus:0,revers:0,reverse_dn:0,review:0,rfc822:0,rfc:0,right:0,root:0,rsa:0,rua:0,ruf:0,rule:0,safe:0,same:0,sameorigin:0,sample_headers_onli:0,save:0,save_aggregate_report_to_elasticsearch:0,save_aggregate_reports_to_splunk:0,save_forensic_report_to_elasticsearch:0,save_forensic_reports_to_splunk:0,save_output:0,schema:0,scope:0,search:0,second:0,secur:0,see:0,segment:0,select:[],selector:0,self:0,send:0,sensit:0,sent:0,separ:0,server:0,servernameon:0,session:0,set:0,set_host:0,sha256:0,sha384:0,share:0,sharepoint:0,should:0,show:0,shown:[],shv:0,side:0,sign:0,signatur:0,silent:0,similar:0,simpl:0,simpli:0,simplifi:0,singl:0,sister:0,site:0,situat:0,skip:0,slightli:0,smg:0,smtp:0,smtperror:0,solut:0,some:0,someon:0,sometim:0,sort:0,source_base_domain:0,source_countri:0,source_ip_address:0,source_reverse_dn:0,specif:0,specifi:0,speed:0,spf_align:0,spf_domain:0,spf_result:0,spf_scope:0,splunkerror:0,spoof:0,ssl:0,ssl_certif:0,ssl_certificate_kei:0,ssl_cipher:0,ssl_context:0,ssl_prefer_server_ciph:0,ssl_protocol:0,ssl_session_cach:0,ssl_session_ticket:0,ssl_session_timeout:0,stabl:0,standard:0,start:0,starttl:0,statu:0,still:0,store:0,str:0,strict:0,string:0,structur:0,subdomain:0,subject:0,subsidiari:0,substitut:0,sudo:0,suffix:0,suggest:0,suit:0,suppli:0,sw50zxjha3rpdmugv2v0dgjld2vyymvylcocymvyc2ljahq:0,symlink:0,system:0,systemctl:0,tab:0,tag:0,target:0,tee:0,tell:0,temporari:0,text:0,tgs:[],thank:0,thei:0,theirs:0,them:0,thi:0,those:0,three:0,through:0,time:0,timeout:0,timestamp:0,timestamp_to_datetim:0,timestamp_to_human:0,timezon:0,tld:0,tlsv1:0,to_domain:0,to_utc:0,token:0,too:0,top:0,topic:0,tracker:0,transfer:0,transpar:0,transport:0,trust:0,tweak:0,two:0,type:0,ubuntu:0,uncom:0,under:0,underneath:0,understand:0,uninstal:0,unit:0,unix:0,updat:0,upgrad:0,upper:0,uri:0,url:0,usag:0,use:0,use_ssl:0,used:0,useful:0,user:0,user_ag:0,usernam:0,usr:0,utc:0,utf:0,util:[],valu:0,vendor:0,venv:0,veri:0,verif:0,verifi:0,version:0,vew:0,view:0,virtualenv:0,visit:[],volum:0,vulner:0,w3c:0,wai:0,wait:0,want:0,wantedbi:0,warn:0,watch:0,watch_inbox:0,watcher:0,web:0,webmail:0,well:0,were:0,wettbewerb:0,wget:0,when:0,whenev:0,where:0,wherea:0,which:0,who:0,why:0,wide:0,wiki:0,window:0,without:0,work:0,worst:0,would:0,write:0,www:0,x509:0,xennn:0,xml:0,xml_schema:0,yahoo:0,yet:0,you:0,your:0,yyyi:0,zip:0},titles:["parsedmarc documentation - Open source DMARC report analyzer and visualizer"],titleterms:{DNS:0,Using:0,aggreg:0,align:0,analyz:0,api:0,bug:0,cli:0,csv:0,dashboard:0,depend:0,dkim:0,dmarc:0,document:0,domain:0,elast:0,elasticsearch:0,featur:0,forens:0,guid:0,help:0,indic:0,instal:0,json:0,kibana:0,lookalik:0,multipl:0,open:0,option:0,output:0,parsedmarc:0,perform:0,pypy3:0,record:0,report:0,resourc:0,retent:0,run:0,sampl:0,sender:0,servic:0,sourc:0,spf:0,splunk:0,summari:0,support:0,systemd:0,tabl:0,test:0,using:0,util:0,valid:0,visual:0,what:0,won:0}})
\ No newline at end of file